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标题:Probabilistic modeling personalized treatment pathways using electronic health records.
时间:2019-06-12 23:05:22
DOI:10.1016/j.jbi.2018.08.004
PMID:30138699
大小:1715 kb
页数:17 PAGES
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目录:
  • Probabilistic modeling personalized treatment pathways using electronic health records
    • Background and significance
    • Related work
    • Methods
      • Treatment event and patient pathway
      • Personalized TP modeling
    • Experiments
      • Study population
      • Benchmark models
      • Selection of the treatment topic number
      • Discovery of treatment topics
      • Model evaluation
      • Correlations between treatment topics and length of stay and hospitalization cost
      • Treatment topic transition routes
    • Conclusions
    • Conflict of interest
    • Acknowledgments
    • mk:H1_17
    • mk:H1_18
    • References

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